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Reinforced Explainable Knowledge Concept Recommendation in MOOCs

https://doi.org/10.1145/3579991
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-82147-0_49openalex-snapshot
Learning Path Recommendation for MOOC Platforms Based on a Knowledge Graph
inferredcites →https://doi.org/10.1007/978-3-030-95405-5_8openalex-snapshot
Augmenting Personalized Question Recommendation with Hierarchical Information for Online Test Platform
inferredcites →https://doi.org/10.1007/978-3-319-93037-4_3openalex-snapshot
Course-Specific Markovian Models for Grade Prediction
inferredcites →https://doi.org/10.1007/s10489-022-03993-4openalex-snapshot
Which courses to choose? recommending courses to groups of students in online tutoring platforms
inferredcites →https://doi.org/10.1007/s41060-016-0024-zopenalex-snapshot
Grade prediction with models specific to students and courses
inferredcites →https://doi.org/10.1016/j.artint.2019.103230openalex-snapshot
SCCWalk: An efficient local search algorithm and its improvements for maximum weight clique problem
inferredcites →https://doi.org/10.1016/j.artint.2022.103819openalex-snapshot
Improved local search for the minimum weight dominating set problem in massive graphs by using a deep optimization mechanism
inferredcites →https://doi.org/10.1016/j.knosys.2018.10.008openalex-snapshot
Knowledge graph embedding with concepts
inferredcites →https://doi.org/10.1016/s0925-2312(00)00324-6openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1108/rr-01-2018-0016openalex-snapshot
Encyclopedia of Information Science and Technology
inferredcites →https://doi.org/10.1109/icdm.2018.00074openalex-snapshot
A Reinforcement Learning Framework for Explainable Recommendation
inferredcites →https://doi.org/10.1109/icdm50108.2020.00063openalex-snapshot
Structure-Based Knowledge Tracing: An Influence Propagation View
inferredcites →https://doi.org/10.1109/icdm50108.2020.00096openalex-snapshot
Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent
inferredcites →https://doi.org/10.1109/icdm50108.2020.00117openalex-snapshot
AutoFS: Automated Feature Selection via Diversity-Aware Interactive Reinforcement Learning
inferredcites →https://doi.org/10.1109/icdmw51313.2020.00062openalex-snapshot
Learning Student Interest Trajectory for MOOC Thread Recommendation
inferredcites →https://doi.org/10.1109/ieeeconf11002.2005openalex-snapshot
2005 portuguese conference on artificial intelligence
inferredcites →https://doi.org/10.1109/mc.2009.263openalex-snapshot
Matrix Factorization Techniques for Recommender Systems
inferredcites →https://doi.org/10.1109/tkde.2005.99openalex-snapshot
Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions
inferredcites →https://doi.org/10.1109/tkde.2018.2833443openalex-snapshot
Heterogeneous Information Network Embedding for Recommendation
inferredcites →https://doi.org/10.1109/tkde.2019.2924374openalex-snapshot
EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction
inferredcites →https://doi.org/10.1109/tkde.2020.3048788openalex-snapshot
CFFNN: Cross Feature Fusion Neural Network for Collaborative Filtering
inferredcites →https://doi.org/10.1137/1.9781611975321.20openalex-snapshot
Modeling the Interaction Coupling of Multi-View Spatiotemporal Contexts for Destination Prediction
inferredcites →https://doi.org/10.1137/1.9781611976700.64openalex-snapshot
EduHawkes: A Neural Hawkes Process Approach for Online Study Behavior Modeling
inferredcites →https://doi.org/10.1145/1390156.1390267openalex-snapshot
Bayesian probabilistic matrix factorization using Markov chain Monte Carlo
inferredcites →https://doi.org/10.1145/2723576.2723590openalex-snapshot
Collaborative multi-regression models for predicting students' performance in course activities
inferredcites →https://doi.org/10.1145/2740908.2741998openalex-snapshot
Ad Recommendation Systems for Life-Time Value Optimization
inferredcites →https://doi.org/10.1145/3178876.3185994openalex-snapshot
DRN
inferredcites →https://doi.org/10.1145/3219819.3219823openalex-snapshot
Deep Interest Network for Click-Through Rate Prediction
inferredcites →https://doi.org/10.1145/3219819.3219886openalex-snapshot
Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning
inferredcites →https://doi.org/10.1145/3285029openalex-snapshot
Deep Learning Based Recommender System
inferredcites →https://doi.org/10.1145/3292500.3330668openalex-snapshot
Reinforcement Learning to Optimize Long-term User Engagement in Recommender Systems
inferredcites →https://doi.org/10.1145/3292500.3330686openalex-snapshot
IntentGC
inferredcites →https://doi.org/10.1145/3292500.3330705openalex-snapshot
AKUPM
inferredcites →https://doi.org/10.1145/3292500.3330989openalex-snapshot
KGAT
inferredcites →https://doi.org/10.1145/3303772.3303802openalex-snapshot
Reliable Deep Grade Prediction with Uncertainty Estimation
inferredcites →https://doi.org/10.1145/3308558.3313705openalex-snapshot
Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences
inferredcites →https://doi.org/10.1145/3331184.3331203openalex-snapshot
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation
inferredcites →https://doi.org/10.1145/3331184.3331214openalex-snapshot
A Neural Influence Diffusion Model for Social Recommendation
inferredcites →https://doi.org/10.1145/3331184.3331237openalex-snapshot
Mention Recommendation in Twitter with Cooperative Multi-Agent Reinforcement Learning
inferredcites →https://doi.org/10.1145/3366423.3380236openalex-snapshot
Personalized Employee Training Course Recommendation with Career Development Awareness
inferredcites →https://doi.org/10.1145/3394486.3403128openalex-snapshot
Incremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams
inferredcites →https://doi.org/10.1145/3397271.3401040openalex-snapshot
Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation
inferredcites →https://doi.org/10.1145/3397271.3401057openalex-snapshot
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View
inferredcites →https://doi.org/10.1145/3442381.3450133openalex-snapshot
Learning Intents behind Interactions with Knowledge Graph for Recommendation
inferredcites →https://doi.org/10.1145/371920.372071openalex-snapshot
Item-based collaborative filtering recommendation algorithms
inferredcites →https://doi.org/10.1155/2020/6619249openalex-snapshot
Course Recommendations in Online Education Based on Collaborative Filtering Recommendation Algorithm
inferredcites →https://doi.org/10.1609/aaai.v33i01.3301435openalex-snapshot
Hierarchical Reinforcement Learning for Course Recommendation in MOOCs
inferredcites →https://doi.org/10.1609/aaai.v33i01.33015329openalex-snapshot
Explainable Reasoning over Knowledge Graphs for Recommendation
inferredcites →https://doi.org/10.1609/aaai.v35i5.16567openalex-snapshot
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective
inferredcites →https://doi.org/10.26599/tst.2019.9010014openalex-snapshot
Enhanced learning resource recommendation based on online learning style model
inferredcites →https://doi.org/10.7763/ijiet.2016.v6.745openalex-snapshot
Predicting Students Final GPA Using Decision Trees: A Case Study

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-60012-8_17openalex-snapshot
A Survey on Explainable Course Recommendation Systems
inferred← citeshttps://doi.org/10.1007/978-3-032-00056-9_11openalex-snapshot
Top-Down vs. Bottom-Up Approaches for Automatic Educational Knowledge Graph Construction in CourseMapper
inferred← citeshttps://doi.org/10.1007/978-3-032-05817-1_4openalex-snapshot
Leveraging GPT for Concept Generation and Knowledge Graph Construction in Educational Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-981-97-7707-5_38openalex-snapshot
AGNE: Attentional Graph Convolutional Network Embedding for Knowledge Concept Recommendation in MOOCs
inferred← citeshttps://doi.org/10.1007/978-981-97-7707-5_6openalex-snapshot
MMPDRec: A Denoising Model for Knowledge Concepts Recommendation Using Metapaths
inferred← citeshttps://doi.org/10.1007/s10791-024-09439-4openalex-snapshot
Potential factors-embedding group recommendation for online education
inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e25383openalex-snapshot
A systematic literature review of knowledge graph construction and application in education
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.131786openalex-snapshot
Dynamic integration of preference and knowledge status for knowledge concept recommendation
inferred← citeshttps://doi.org/10.1016/j.techfore.2025.124118openalex-snapshot
Solutions and trends of recommendation systems for massive open online courses
inferred← citeshttps://doi.org/10.1109/aidas71914.2026.11712909openalex-snapshot
A Lightweight Hybrid Knowledge Graph incorporating Collaborative Filtering Framework for Industry-Aware Personalised MOOC Course Recommendation
inferred← citeshttps://doi.org/10.1109/cste64638.2025.11092213openalex-snapshot
A Knowledge Concept Recommendation Model Based on Contrastive Learning to Improve Knowledge Graph
inferred← citeshttps://doi.org/10.1109/dsa66321.2025.00035openalex-snapshot
KICR: A Two-Stage Framework for Knowledge-Aware Collaborative Representation Learning in LLM-Based Course Recommendation
inferred← citeshttps://doi.org/10.1109/icaibd64986.2025.11081985openalex-snapshot
Process Data and Speed Prediction for Fine-grained Knowledge Tracing
inferred← citeshttps://doi.org/10.1109/icdm59182.2024.00059openalex-snapshot
Towards Dynamic University Course Timetabling Problem: An Automated Approach Augmented via Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/icdmw69685.2025.00011openalex-snapshot
Privatar: A Privacy-Preserving Framework for LLM Agents
inferred← citeshttps://doi.org/10.1109/iwcmc69287.2026.11580118openalex-snapshot
DCGCD: Cognitive Diagnosis Based on Dual-Channel Graph Convolution Learning
inferred← citeshttps://doi.org/10.1109/tkde.2026.3682744openalex-snapshot
Counterfactual Debiasing Heterogeneous Ability-Induced Exercise Indices Estimation for Cognitive Diagnosis
inferred← citeshttps://doi.org/10.1109/tlt.2024.3383325openalex-snapshot
A Survey of Knowledge Tracing: Models, Variants, and Applications
inferred← citeshttps://doi.org/10.1109/tlt.2024.3405966openalex-snapshot
AestheNet: Revolutionizing Aesthetic Perception Diagnosis in Education With Hybrid Deep Nets
inferred← citeshttps://doi.org/10.1145/3589334.3645559openalex-snapshot
Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs
inferred← citeshttps://doi.org/10.1145/3626243openalex-snapshot
MHANER: A Multi-source Heterogeneous Graph Attention Network for Explainable Recommendation in Online Games
inferred← citeshttps://doi.org/10.1145/3636555.3636898openalex-snapshot
Finding Paths for Explainable MOOC Recommendation: A Learner Perspective
inferred← citeshttps://doi.org/10.1145/3637528.3671988openalex-snapshot
ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems
inferred← citeshttps://doi.org/10.1145/3637528.3672002openalex-snapshot
Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education Systems
inferred← citeshttps://doi.org/10.1145/3640457.3688022openalex-snapshot
Explainable and Faithful Educational Recommendations through Causal Language Modelling via Knowledge Graphs
inferred← citeshttps://doi.org/10.1145/3687311.3687411openalex-snapshot
A Framework for MOOC Learning Assessment based on Facial Expression driven by Knowledge Contextual Awareness
inferred← citeshttps://doi.org/10.1145/3696410.3714645openalex-snapshot
BoxCD: Leveraging Contrastive Probabilistic Box Embedding for Effective and Efficient Learner Modeling
inferred← citeshttps://doi.org/10.1145/3706468.3706486openalex-snapshot
Towards Better Course Recommendations: Integrating Multi-Perspective Meta-Paths and Knowledge Graphs
inferred← citeshttps://doi.org/10.1145/3749845openalex-snapshot
Understanding User Perspectives for MOOC Quality Evaluation with Hypergraph Learning
inferred← citeshttps://doi.org/10.1145/3779436openalex-snapshot
KnowPath: An LLM-Supported Knowledge Graph Construction and Path Finding Framework to Explainable MOOC Recommendations
inferred← citeshttps://doi.org/10.1145/3802133.3802182openalex-snapshot
Research on the Application of Student Performance Analysis Based on C4.5 Decision Tree Algorithm
inferred← citeshttps://doi.org/10.1609/aaai.v38i8.28793openalex-snapshot
Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation
inferred← citeshttps://doi.org/10.20944/preprints202505.1892.v1openalex-snapshot
A Survey on the Application of Reinforcement Learning in Recommendation Systems
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3780549/v1openalex-snapshot
Enhancing MOOCs Personalized Recommendation with Graph Neural Networks and Attention Mechanisms
inferred← citeshttps://doi.org/10.3390/app15105461openalex-snapshot
DRLAttack: A Deep Reinforcement Learning-Based Framework for Data Poisoning Attack on Collaborative Filtering Algorithms
inferred← citeshttps://doi.org/10.3390/electronics15010238openalex-snapshot
Personalized Learning Path Recommendation Based on Knowledge Graphs: A Survey
inferred← citeshttps://doi.org/10.3390/su18010508openalex-snapshot
Service Marketing Mix and MOOC Enrollment in Thailand: Exploring Brand Image as a Mediator
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